Dataset statistics
| Number of variables | 17 |
|---|---|
| Number of observations | 13840 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 7.6 MiB |
| Average record size in memory | 577.8 B |
Variable types
| Numeric | 9 |
|---|---|
| Categorical | 4 |
| Boolean | 4 |
Height is highly overall correlated with Gender | High correlation |
Weight is highly overall correlated with Gender and 1 other fields | High correlation |
Gender is highly overall correlated with Height and 1 other fields | High correlation |
family_history_with_overweight is highly overall correlated with Weight | High correlation |
FAVC is highly imbalanced (56.1%) | Imbalance |
CAEC is highly imbalanced (60.8%) | Imbalance |
SMOKE is highly imbalanced (90.0%) | Imbalance |
SCC is highly imbalanced (78.8%) | Imbalance |
CALC is highly imbalanced (51.1%) | Imbalance |
MTRANS is highly imbalanced (64.0%) | Imbalance |
id is uniformly distributed | Uniform |
id has unique values | Unique |
FAF has 3434 (24.8%) zeros | Zeros |
TUE has 4488 (32.4%) zeros | Zeros |
Reproduction
| Analysis started | 2024-06-04 21:09:26.234122 |
|---|---|
| Analysis finished | 2024-06-04 21:09:50.408375 |
| Duration | 24.17 seconds |
| Software version | ydata-profiling vv4.6.0 |
| Download configuration | config.json |
id
Real number (ℝ)
UNIFORM  UNIQUE 
| Distinct | 13840 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 27677.5 |
| Minimum | 20758 |
|---|---|
| Maximum | 34597 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 108.3 KiB |
Quantile statistics
| Minimum | 20758 |
|---|---|
| 5-th percentile | 21449.95 |
| Q1 | 24217.75 |
| median | 27677.5 |
| Q3 | 31137.25 |
| 95-th percentile | 33905.05 |
| Maximum | 34597 |
| Range | 13839 |
| Interquartile range (IQR) | 6919.5 |
Descriptive statistics
| Standard deviation | 3995.4082 |
|---|---|
| Coefficient of variation (CV) | 0.14435582 |
| Kurtosis | -1.2 |
| Mean | 27677.5 |
| Median Absolute Deviation (MAD) | 3460 |
| Skewness | 0 |
| Sum | 3.830566 × 108 |
| Variance | 15963287 |
| Monotonicity | Strictly increasing |
| Value | Count | Frequency (%) |
| 20758 | 1 | < 0.1% |
| 29989 | 1 | < 0.1% |
| 29978 | 1 | < 0.1% |
| 29979 | 1 | < 0.1% |
| 29980 | 1 | < 0.1% |
| 29981 | 1 | < 0.1% |
| 29982 | 1 | < 0.1% |
| 29983 | 1 | < 0.1% |
| 29984 | 1 | < 0.1% |
| 29985 | 1 | < 0.1% |
| Other values (13830) | 13830 |
| Value | Count | Frequency (%) |
| 20758 | 1 | |
| 20759 | 1 | |
| 20760 | 1 | |
| 20761 | 1 | |
| 20762 | 1 | |
| 20763 | 1 | |
| 20764 | 1 | |
| 20765 | 1 | |
| 20766 | 1 | |
| 20767 | 1 |
| Value | Count | Frequency (%) |
| 34597 | 1 | |
| 34596 | 1 | |
| 34595 | 1 | |
| 34594 | 1 | |
| 34593 | 1 | |
| 34592 | 1 | |
| 34591 | 1 | |
| 34590 | 1 | |
| 34589 | 1 | |
| 34588 | 1 |
Gender
Categorical
HIGH CORRELATION 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 838.2 KiB |
| Female | |
|---|---|
| Male |
Length
| Max length | 6 |
|---|---|
| Median length | 6 |
| Mean length | 5.0065029 |
| Min length | 4 |
Characters and Unicode
| Total characters | 69290 |
|---|---|
| Distinct characters | 6 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Male |
|---|---|
| 2nd row | Female |
| 3rd row | Female |
| 4th row | Male |
| 5th row | Female |
Common Values
| Value | Count | Frequency (%) |
| Female | 6965 | |
| Male | 6875 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| female | 6965 | |
| male | 6875 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 20805 | |
| a | 13840 | |
| l | 13840 | |
| F | 6965 | 10.1% |
| m | 6965 | 10.1% |
| M | 6875 | 9.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 55450 | |
| Uppercase Letter | 13840 | 20.0% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 20805 | |
| a | 13840 | |
| l | 13840 | |
| m | 6965 | 12.6% |
Uppercase Letter
| Value | Count | Frequency (%) |
| F | 6965 | |
| M | 6875 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 69290 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 20805 | |
| a | 13840 | |
| l | 13840 | |
| F | 6965 | 10.1% |
| m | 6965 | 10.1% |
| M | 6875 | 9.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 69290 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 20805 | |
| a | 13840 | |
| l | 13840 | |
| F | 6965 | 10.1% |
| m | 6965 | 10.1% |
| M | 6875 | 9.9% |
Age
Real number (ℝ)
| Distinct | 1539 |
|---|---|
| Distinct (%) | 11.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 23.95274 |
| Minimum | 14 |
|---|---|
| Maximum | 61 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 108.3 KiB |
Quantile statistics
| Minimum | 14 |
|---|---|
| 5-th percentile | 18 |
| Q1 | 20 |
| median | 22.906342 |
| Q3 | 26 |
| 95-th percentile | 37.063599 |
| Maximum | 61 |
| Range | 47 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 5.7998135 |
|---|---|
| Coefficient of variation (CV) | 0.2421357 |
| Kurtosis | 3.5403751 |
| Mean | 23.95274 |
| Median Absolute Deviation (MAD) | 3.093658 |
| Skewness | 1.5722379 |
| Sum | 331505.92 |
| Variance | 33.637837 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 18 | 1320 | 9.5% |
| 26 | 1257 | 9.1% |
| 21 | 1073 | 7.8% |
| 23 | 816 | 5.9% |
| 19 | 579 | 4.2% |
| 20 | 389 | 2.8% |
| 22 | 339 | 2.4% |
| 17 | 297 | 2.1% |
| 33 | 135 | 1.0% |
| 27 | 111 | 0.8% |
| Other values (1529) | 7524 |
| Value | Count | Frequency (%) |
| 14 | 10 | 0.1% |
| 15 | 1 | < 0.1% |
| 16 | 101 | |
| 16.093234 | 1 | < 0.1% |
| 16.129279 | 6 | < 0.1% |
| 16.172992 | 2 | < 0.1% |
| 16.184891 | 1 | < 0.1% |
| 16.198153 | 2 | < 0.1% |
| 16.240576 | 1 | < 0.1% |
| 16.270434 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 61 | 2 | < 0.1% |
| 56 | 6 | < 0.1% |
| 55.24625 | 3 | < 0.1% |
| 55.137881 | 5 | < 0.1% |
| 55.022494 | 9 | |
| 55 | 20 | |
| 52 | 1 | < 0.1% |
| 47.7061 | 4 | < 0.1% |
| 47.283374 | 1 | < 0.1% |
| 47 | 1 | < 0.1% |
Height
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 1739 |
|---|---|
| Distinct (%) | 12.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.6989341 |
| Minimum | 1.45 |
|---|---|
| Maximum | 1.98 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 108.3 KiB |
Quantile statistics
| Minimum | 1.45 |
|---|---|
| 5-th percentile | 1.5501186 |
| Q1 | 1.631662 |
| median | 1.7 |
| Q3 | 1.76071 |
| 95-th percentile | 1.849425 |
| Maximum | 1.98 |
| Range | 0.53 |
| Interquartile range (IQR) | 0.129048 |
Descriptive statistics
| Standard deviation | 0.088760585 |
|---|---|
| Coefficient of variation (CV) | 0.052244867 |
| Kurtosis | -0.53783252 |
| Mean | 1.6989341 |
| Median Absolute Deviation (MAD) | 0.066055 |
| Skewness | 0.064471766 |
| Sum | 23513.248 |
| Variance | 0.0078784415 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.7 | 847 | 6.1% |
| 1.65 | 539 | 3.9% |
| 1.75 | 445 | 3.2% |
| 1.6 | 404 | 2.9% |
| 1.8 | 309 | 2.2% |
| 1.62 | 228 | 1.6% |
| 1.63 | 179 | 1.3% |
| 1.72 | 175 | 1.3% |
| 1.56 | 169 | 1.2% |
| 1.66 | 158 | 1.1% |
| Other values (1729) | 10387 |
| Value | Count | Frequency (%) |
| 1.45 | 1 | < 0.1% |
| 1.456346 | 1 | < 0.1% |
| 1.48 | 2 | < 0.1% |
| 1.481682 | 2 | < 0.1% |
| 1.483284 | 3 | < 0.1% |
| 1.486484 | 1 | < 0.1% |
| 1.491441 | 1 | < 0.1% |
| 1.498561 | 1 | < 0.1% |
| 1.5 | 142 | |
| 1.501993 | 6 | < 0.1% |
| Value | Count | Frequency (%) |
| 1.98 | 2 | < 0.1% |
| 1.975663 | 1 | < 0.1% |
| 1.96 | 1 | < 0.1% |
| 1.947406 | 1 | < 0.1% |
| 1.942725 | 1 | < 0.1% |
| 1.931263 | 6 | |
| 1.930416 | 2 | < 0.1% |
| 1.93 | 14 | |
| 1.929387 | 1 | < 0.1% |
| 1.92 | 1 | < 0.1% |
Weight
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 1798 |
|---|---|
| Distinct (%) | 13.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 87.384504 |
| Minimum | 39 |
|---|---|
| Maximum | 165.05727 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 108.3 KiB |
Quantile statistics
| Minimum | 39 |
|---|---|
| 5-th percentile | 49 |
| Q1 | 65 |
| median | 83.952968 |
| Q3 | 111.15781 |
| 95-th percentile | 131.33942 |
| Maximum | 165.05727 |
| Range | 126.05727 |
| Interquartile range (IQR) | 46.157811 |
Descriptive statistics
| Standard deviation | 26.111819 |
|---|---|
| Coefficient of variation (CV) | 0.29881521 |
| Kurtosis | -1.0127565 |
| Mean | 87.384504 |
| Median Absolute Deviation (MAD) | 22.952968 |
| Skewness | 0.086603552 |
| Sum | 1209401.5 |
| Variance | 681.82707 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 80 | 631 | 4.6% |
| 75 | 426 | 3.1% |
| 50 | 407 | 2.9% |
| 60 | 324 | 2.3% |
| 70 | 282 | 2.0% |
| 65 | 247 | 1.8% |
| 45 | 212 | 1.5% |
| 82 | 191 | 1.4% |
| 78 | 184 | 1.3% |
| 42 | 171 | 1.2% |
| Other values (1788) | 10765 |
| Value | Count | Frequency (%) |
| 39 | 2 | < 0.1% |
| 39.101805 | 2 | < 0.1% |
| 39.371523 | 4 | |
| 39.695295 | 2 | < 0.1% |
| 39.850137 | 3 | |
| 40 | 6 | |
| 40.202773 | 2 | < 0.1% |
| 40.333463 | 1 | < 0.1% |
| 40.343463 | 1 | < 0.1% |
| 40.821515 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 165.057269 | 1 | < 0.1% |
| 160.935351 | 2 | < 0.1% |
| 160.639405 | 1 | < 0.1% |
| 155.872093 | 1 | < 0.1% |
| 155.242672 | 2 | < 0.1% |
| 154.618446 | 4 | |
| 153.959945 | 3 | |
| 153.149491 | 5 | |
| 152.720545 | 4 | |
| 152.567671 | 1 | < 0.1% |
family_history_with_overweight
Boolean
HIGH CORRELATION 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 13.6 KiB |
| True | |
|---|---|
| False |
| Value | Count | Frequency (%) |
| True | 11384 | |
| False | 2456 | 17.7% |
FAVC
Boolean
IMBALANCE 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 13.6 KiB |
| True | |
|---|---|
| False | 1257 |
| Value | Count | Frequency (%) |
| True | 12583 | |
| False | 1257 | 9.1% |
FCVC
Real number (ℝ)
| Distinct | 828 |
|---|---|
| Distinct (%) | 6.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.4428979 |
| Minimum | 1 |
|---|---|
| Maximum | 3 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 108.3 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1.8507984 |
| Q1 | 2 |
| median | 2.358087 |
| Q3 | 3 |
| 95-th percentile | 3 |
| Maximum | 3 |
| Range | 2 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.53160644 |
|---|---|
| Coefficient of variation (CV) | 0.21761304 |
| Kurtosis | -0.89468816 |
| Mean | 2.4428979 |
| Median Absolute Deviation (MAD) | 0.401951 |
| Skewness | -0.34263777 |
| Sum | 33809.707 |
| Variance | 0.28260541 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2 | 5173 | |
| 3 | 5043 | |
| 1 | 188 | 1.4% |
| 2.9673 | 81 | 0.6% |
| 2.766612 | 40 | 0.3% |
| 2.938616 | 29 | 0.2% |
| 2.57649 | 28 | 0.2% |
| 2.722161 | 24 | 0.2% |
| 2.5621 | 22 | 0.2% |
| 2.9553 | 21 | 0.2% |
| Other values (818) | 3191 |
| Value | Count | Frequency (%) |
| 1 | 188 | |
| 1.003566 | 6 | < 0.1% |
| 1.005578 | 3 | < 0.1% |
| 1.00876 | 5 | < 0.1% |
| 1.016254 | 2 | < 0.1% |
| 1.031149 | 14 | 0.1% |
| 1.036159 | 3 | < 0.1% |
| 1.036414 | 5 | < 0.1% |
| 1.036613 | 1 | < 0.1% |
| 1.052699 | 7 | 0.1% |
| Value | Count | Frequency (%) |
| 3 | 5043 | |
| 2.998441 | 2 | < 0.1% |
| 2.997951 | 5 | < 0.1% |
| 2.997524 | 3 | < 0.1% |
| 2.996717 | 5 | < 0.1% |
| 2.996186 | 5 | < 0.1% |
| 2.995599 | 3 | < 0.1% |
| 2.99448 | 6 | < 0.1% |
| 2.992329 | 2 | < 0.1% |
| 2.992205 | 9 | 0.1% |
NCP
Real number (ℝ)
| Distinct | 649 |
|---|---|
| Distinct (%) | 4.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.7506103 |
| Minimum | 1 |
|---|---|
| Maximum | 4 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 108.3 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 3 |
| median | 3 |
| Q3 | 3 |
| 95-th percentile | 3.390143 |
| Maximum | 4 |
| Range | 3 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.71092686 |
|---|---|
| Coefficient of variation (CV) | 0.2584615 |
| Kurtosis | 1.7007587 |
| Mean | 2.7506103 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -1.5381359 |
| Sum | 38068.446 |
| Variance | 0.505417 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3 | 9745 | |
| 1 | 1351 | 9.8% |
| 4 | 475 | 3.4% |
| 1.894384 | 20 | 0.1% |
| 2.992606 | 18 | 0.1% |
| 2.993623 | 18 | 0.1% |
| 2.806298 | 18 | 0.1% |
| 2.993634 | 17 | 0.1% |
| 1.971472 | 17 | 0.1% |
| 2.911568 | 15 | 0.1% |
| Other values (639) | 2146 | 15.5% |
| Value | Count | Frequency (%) |
| 1 | 1351 | |
| 1.000283 | 12 | 0.1% |
| 1.000414 | 2 | < 0.1% |
| 1.00061 | 5 | < 0.1% |
| 1.001383 | 9 | 0.1% |
| 1.001542 | 5 | < 0.1% |
| 1.001633 | 2 | < 0.1% |
| 1.005391 | 1 | < 0.1% |
| 1.009426 | 1 | < 0.1% |
| 1.010319 | 7 | 0.1% |
| Value | Count | Frequency (%) |
| 4 | 475 | |
| 3.999591 | 3 | < 0.1% |
| 3.998766 | 2 | < 0.1% |
| 3.998618 | 3 | < 0.1% |
| 3.995957 | 4 | < 0.1% |
| 3.995147 | 3 | < 0.1% |
| 3.994588 | 4 | < 0.1% |
| 3.990925 | 2 | < 0.1% |
| 3.98955 | 2 | < 0.1% |
| 3.989492 | 1 | < 0.1% |
CAEC
Categorical
IMBALANCE 
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 891.5 KiB |
| Sometimes | |
|---|---|
| Frequently | |
| Always | 359 |
| no | 175 |
Length
| Max length | 10 |
|---|---|
| Median length | 9 |
| Mean length | 8.9505058 |
| Min length | 2 |
Characters and Unicode
| Total characters | 123875 |
|---|---|
| Distinct characters | 17 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Sometimes |
|---|---|
| 2nd row | Sometimes |
| 3rd row | Sometimes |
| 4th row | Sometimes |
| 5th row | Sometimes |
Common Values
| Value | Count | Frequency (%) |
| Sometimes | 11689 | |
| Frequently | 1617 | 11.7% |
| Always | 359 | 2.6% |
| no | 175 | 1.3% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| sometimes | 11689 | |
| frequently | 1617 | 11.7% |
| always | 359 | 2.6% |
| no | 175 | 1.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 26612 | |
| m | 23378 | |
| t | 13306 | |
| s | 12048 | |
| o | 11864 | |
| S | 11689 | |
| i | 11689 | |
| y | 1976 | 1.6% |
| l | 1976 | 1.6% |
| n | 1792 | 1.4% |
| Other values (7) | 7545 | 6.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 110210 | |
| Uppercase Letter | 13665 | 11.0% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 26612 | |
| m | 23378 | |
| t | 13306 | |
| s | 12048 | |
| o | 11864 | |
| i | 11689 | |
| y | 1976 | 1.8% |
| l | 1976 | 1.8% |
| n | 1792 | 1.6% |
| r | 1617 | 1.5% |
| Other values (4) | 3952 | 3.6% |
Uppercase Letter
| Value | Count | Frequency (%) |
| S | 11689 | |
| F | 1617 | 11.8% |
| A | 359 | 2.6% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 123875 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 26612 | |
| m | 23378 | |
| t | 13306 | |
| s | 12048 | |
| o | 11864 | |
| S | 11689 | |
| i | 11689 | |
| y | 1976 | 1.6% |
| l | 1976 | 1.6% |
| n | 1792 | 1.4% |
| Other values (7) | 7545 | 6.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 123875 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 26612 | |
| m | 23378 | |
| t | 13306 | |
| s | 12048 | |
| o | 11864 | |
| S | 11689 | |
| i | 11689 | |
| y | 1976 | 1.6% |
| l | 1976 | 1.6% |
| n | 1792 | 1.4% |
| Other values (7) | 7545 | 6.1% |
SMOKE
Boolean
IMBALANCE 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 13.6 KiB |
| False | |
|---|---|
| True | 180 |
| Value | Count | Frequency (%) |
| False | 13660 | |
| True | 180 | 1.3% |
CH2O
Real number (ℝ)
| Distinct | 1366 |
|---|---|
| Distinct (%) | 9.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.0320441 |
| Minimum | 1 |
|---|---|
| Maximum | 3 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 108.3 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1.771781 |
| median | 2 |
| Q3 | 2.552388 |
| 95-th percentile | 3 |
| Maximum | 3 |
| Range | 2 |
| Interquartile range (IQR) | 0.780607 |
Descriptive statistics
| Standard deviation | 0.61122951 |
|---|---|
| Coefficient of variation (CV) | 0.3007954 |
| Kurtosis | -0.75716675 |
| Mean | 2.0320441 |
| Median Absolute Deviation (MAD) | 0.4294355 |
| Skewness | -0.19886755 |
| Sum | 28123.49 |
| Variance | 0.37360152 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2 | 4306 | |
| 1 | 1852 | 13.4% |
| 3 | 1130 | 8.2% |
| 2.825629 | 52 | 0.4% |
| 2.619517 | 49 | 0.4% |
| 2.868167 | 37 | 0.3% |
| 1.636326 | 37 | 0.3% |
| 2.70485 | 35 | 0.3% |
| 2.625537 | 34 | 0.2% |
| 2.770125 | 31 | 0.2% |
| Other values (1356) | 6277 |
| Value | Count | Frequency (%) |
| 1 | 1852 | |
| 1.000463 | 1 | < 0.1% |
| 1.000536 | 4 | < 0.1% |
| 1.000544 | 10 | 0.1% |
| 1.000695 | 1 | < 0.1% |
| 1.001995 | 4 | < 0.1% |
| 1.002292 | 2 | < 0.1% |
| 1.003063 | 5 | < 0.1% |
| 1.003563 | 6 | < 0.1% |
| 1.003636 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 3 | 1130 | |
| 2.999495 | 2 | < 0.1% |
| 2.994515 | 1 | < 0.1% |
| 2.993623 | 1 | < 0.1% |
| 2.991671 | 6 | < 0.1% |
| 2.989389 | 2 | < 0.1% |
| 2.988771 | 5 | < 0.1% |
| 2.987718 | 2 | < 0.1% |
| 2.987406 | 2 | < 0.1% |
| 2.984323 | 1 | < 0.1% |
SCC
Boolean
IMBALANCE 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 13.6 KiB |
| False | |
|---|---|
| True | 464 |
| Value | Count | Frequency (%) |
| False | 13376 | |
| True | 464 | 3.4% |
FAF
Real number (ℝ)
ZEROS 
| Distinct | 1260 |
|---|---|
| Distinct (%) | 9.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.97453248 |
| Minimum | 0 |
|---|---|
| Maximum | 3 |
| Zeros | 3434 |
| Zeros (%) | 24.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 108.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.001086 |
| median | 1 |
| Q3 | 1.571865 |
| 95-th percentile | 2.595128 |
| Maximum | 3 |
| Range | 3 |
| Interquartile range (IQR) | 1.570779 |
Descriptive statistics
| Standard deviation | 0.84036111 |
|---|---|
| Coefficient of variation (CV) | 0.86232232 |
| Kurtosis | -0.46562553 |
| Mean | 0.97453248 |
| Median Absolute Deviation (MAD) | 0.8791165 |
| Skewness | 0.5287328 |
| Sum | 13487.529 |
| Variance | 0.7062068 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 3434 | |
| 1 | 2773 | |
| 2 | 1571 | 11.4% |
| 3 | 561 | 4.1% |
| 1.097905 | 45 | 0.3% |
| 0.01586 | 30 | 0.2% |
| 1.541072 | 27 | 0.2% |
| 1.999836 | 24 | 0.2% |
| 1.082236 | 22 | 0.2% |
| 1.427037 | 20 | 0.1% |
| Other values (1250) | 5333 |
| Value | Count | Frequency (%) |
| 0 | 3434 | |
| 9.6 × 10-5 | 2 | < 0.1% |
| 0.000272 | 10 | 0.1% |
| 0.000454 | 3 | < 0.1% |
| 0.001015 | 10 | 0.1% |
| 0.001086 | 4 | < 0.1% |
| 0.001272 | 6 | < 0.1% |
| 0.001297 | 7 | 0.1% |
| 0.00203 | 5 | < 0.1% |
| 0.00342 | 4 | < 0.1% |
| Value | Count | Frequency (%) |
| 3 | 561 | |
| 2.999918 | 1 | < 0.1% |
| 2.973499 | 1 | < 0.1% |
| 2.971832 | 3 | < 0.1% |
| 2.939733 | 3 | < 0.1% |
| 2.936551 | 4 | < 0.1% |
| 2.931527 | 2 | < 0.1% |
| 2.892922 | 14 | 0.1% |
| 2.891986 | 3 | < 0.1% |
| 2.89118 | 6 | < 0.1% |
TUE
Real number (ℝ)
ZEROS 
| Distinct | 1172 |
|---|---|
| Distinct (%) | 8.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.61103302 |
| Minimum | 0 |
|---|---|
| Maximum | 2 |
| Zeros | 4488 |
| Zeros (%) | 32.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 108.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0.552498 |
| Q3 | 1 |
| 95-th percentile | 2 |
| Maximum | 2 |
| Range | 2 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.6080053 |
|---|---|
| Coefficient of variation (CV) | 0.99504492 |
| Kurtosis | -0.40770736 |
| Mean | 0.61103302 |
| Median Absolute Deviation (MAD) | 0.454738 |
| Skewness | 0.69948648 |
| Sum | 8456.697 |
| Variance | 0.36967045 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 4488 | |
| 1 | 2883 | |
| 2 | 800 | 5.8% |
| 0.0026 | 54 | 0.4% |
| 0.088236 | 42 | 0.3% |
| 0.15171 | 38 | 0.3% |
| 0.096576 | 36 | 0.3% |
| 0.723154 | 36 | 0.3% |
| 0.094213 | 32 | 0.2% |
| 0.25115 | 31 | 0.2% |
| Other values (1162) | 5400 |
| Value | Count | Frequency (%) |
| 0 | 4488 | |
| 7.3 × 10-5 | 3 | < 0.1% |
| 0.000355 | 1 | < 0.1% |
| 0.000436 | 4 | < 0.1% |
| 0.00133 | 9 | 0.1% |
| 0.001337 | 1 | < 0.1% |
| 0.001518 | 7 | 0.1% |
| 0.00158 | 1 | < 0.1% |
| 0.00159 | 4 | < 0.1% |
| 0.00164 | 9 | 0.1% |
| Value | Count | Frequency (%) |
| 2 | 800 | |
| 1.99219 | 5 | < 0.1% |
| 1.990617 | 3 | < 0.1% |
| 1.983678 | 3 | < 0.1% |
| 1.980875 | 6 | < 0.1% |
| 1.978043 | 4 | < 0.1% |
| 1.976894 | 1 | < 0.1% |
| 1.972926 | 1 | < 0.1% |
| 1.97117 | 3 | < 0.1% |
| 1.969507 | 6 | < 0.1% |
CALC
Categorical
IMBALANCE 
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 868.5 KiB |
| Sometimes | |
|---|---|
| no | |
| Frequently | 346 |
| Always | 2 |
Length
| Max length | 10 |
|---|---|
| Median length | 9 |
| Mean length | 7.2477601 |
| Min length | 2 |
Characters and Unicode
| Total characters | 100309 |
|---|---|
| Distinct characters | 17 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Sometimes |
|---|---|
| 2nd row | Sometimes |
| 3rd row | Sometimes |
| 4th row | Sometimes |
| 5th row | Sometimes |
Common Values
| Value | Count | Frequency (%) |
| Sometimes | 9979 | |
| no | 3513 | 25.4% |
| Frequently | 346 | 2.5% |
| Always | 2 | < 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| sometimes | 9979 | |
| no | 3513 | 25.4% |
| frequently | 346 | 2.5% |
| always | 2 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 20650 | |
| m | 19958 | |
| o | 13492 | |
| t | 10325 | |
| s | 9981 | |
| S | 9979 | |
| i | 9979 | |
| n | 3859 | 3.8% |
| y | 348 | 0.3% |
| l | 348 | 0.3% |
| Other values (7) | 1390 | 1.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 89982 | |
| Uppercase Letter | 10327 | 10.3% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 20650 | |
| m | 19958 | |
| o | 13492 | |
| t | 10325 | |
| s | 9981 | |
| i | 9979 | |
| n | 3859 | 4.3% |
| y | 348 | 0.4% |
| l | 348 | 0.4% |
| u | 346 | 0.4% |
| Other values (4) | 696 | 0.8% |
Uppercase Letter
| Value | Count | Frequency (%) |
| S | 9979 | |
| F | 346 | 3.4% |
| A | 2 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 100309 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 20650 | |
| m | 19958 | |
| o | 13492 | |
| t | 10325 | |
| s | 9981 | |
| S | 9979 | |
| i | 9979 | |
| n | 3859 | 3.8% |
| y | 348 | 0.3% |
| l | 348 | 0.3% |
| Other values (7) | 1390 | 1.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 100309 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 20650 | |
| m | 19958 | |
| o | 13492 | |
| t | 10325 | |
| s | 9981 | |
| S | 9979 | |
| i | 9979 | |
| n | 3859 | 3.8% |
| y | 348 | 0.3% |
| l | 348 | 0.3% |
| Other values (7) | 1390 | 1.4% |
MTRANS
Categorical
IMBALANCE 
| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.0 MiB |
| Public_Transportation | |
|---|---|
| Automobile | |
| Walking | 280 |
| Bike | 25 |
| Motorbike | 19 |
Length
| Max length | 21 |
|---|---|
| Median length | 21 |
| Mean length | 18.758092 |
| Min length | 4 |
Characters and Unicode
| Total characters | 259612 |
|---|---|
| Distinct characters | 23 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Public_Transportation |
|---|---|
| 2nd row | Public_Transportation |
| 3rd row | Public_Transportation |
| 4th row | Public_Transportation |
| 5th row | Public_Transportation |
Common Values
| Value | Count | Frequency (%) |
| Public_Transportation | 11111 | |
| Automobile | 2405 | 17.4% |
| Walking | 280 | 2.0% |
| Bike | 25 | 0.2% |
| Motorbike | 19 | 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| public_transportation | 11111 | |
| automobile | 2405 | 17.4% |
| walking | 280 | 2.0% |
| bike | 25 | 0.2% |
| motorbike | 19 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| o | 27070 | |
| i | 24951 | 9.6% |
| t | 24646 | 9.5% |
| a | 22502 | 8.7% |
| n | 22502 | 8.7% |
| r | 22241 | 8.6% |
| l | 13796 | 5.3% |
| b | 13535 | 5.2% |
| u | 13516 | 5.2% |
| P | 11111 | 4.3% |
| Other values (13) | 63742 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 223550 | |
| Uppercase Letter | 24951 | 9.6% |
| Connector Punctuation | 11111 | 4.3% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| o | 27070 | |
| i | 24951 | |
| t | 24646 | |
| a | 22502 | |
| n | 22502 | |
| r | 22241 | |
| l | 13796 | |
| b | 13535 | |
| u | 13516 | |
| p | 11111 | |
| Other values (6) | 27680 |
Uppercase Letter
| Value | Count | Frequency (%) |
| P | 11111 | |
| T | 11111 | |
| A | 2405 | 9.6% |
| W | 280 | 1.1% |
| B | 25 | 0.1% |
| M | 19 | 0.1% |
Connector Punctuation
| Value | Count | Frequency (%) |
| _ | 11111 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 248501 | |
| Common | 11111 | 4.3% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| o | 27070 | |
| i | 24951 | |
| t | 24646 | |
| a | 22502 | |
| n | 22502 | |
| r | 22241 | |
| l | 13796 | 5.6% |
| b | 13535 | 5.4% |
| u | 13516 | 5.4% |
| P | 11111 | 4.5% |
| Other values (12) | 52631 |
Common
| Value | Count | Frequency (%) |
| _ | 11111 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 259612 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| o | 27070 | |
| i | 24951 | 9.6% |
| t | 24646 | 9.5% |
| a | 22502 | 8.7% |
| n | 22502 | 8.7% |
| r | 22241 | 8.6% |
| l | 13796 | 5.3% |
| b | 13535 | 5.2% |
| u | 13516 | 5.2% |
| P | 11111 | 4.3% |
| Other values (13) | 63742 |
| id | Age | Height | Weight | FCVC | NCP | CH2O | FAF | TUE | Gender | family_history_with_overweight | FAVC | CAEC | SMOKE | SCC | CALC | MTRANS | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| id | 1.000 | -0.006 | -0.009 | -0.009 | 0.010 | -0.004 | 0.007 | -0.001 | 0.003 | 0.000 | 0.000 | 0.019 | 0.000 | 0.000 | 0.000 | 0.008 | 0.000 |
| Age | -0.006 | 1.000 | 0.000 | 0.442 | 0.103 | -0.121 | 0.087 | -0.268 | -0.316 | 0.240 | 0.305 | 0.139 | 0.155 | 0.125 | 0.126 | 0.168 | 0.373 |
| Height | -0.009 | 0.000 | 1.000 | 0.412 | -0.130 | 0.107 | 0.181 | 0.316 | 0.071 | 0.650 | 0.290 | 0.160 | 0.127 | 0.129 | 0.123 | 0.096 | 0.080 |
| Weight | -0.009 | 0.442 | 0.412 | 1.000 | 0.216 | -0.027 | 0.336 | -0.076 | -0.092 | 0.509 | 0.588 | 0.234 | 0.314 | 0.075 | 0.203 | 0.239 | 0.164 |
| FCVC | 0.010 | 0.103 | -0.130 | 0.216 | 1.000 | 0.117 | 0.101 | -0.114 | -0.116 | 0.396 | 0.124 | 0.096 | 0.087 | 0.022 | 0.038 | 0.142 | 0.096 |
| NCP | -0.004 | -0.121 | 0.107 | -0.027 | 0.117 | 1.000 | 0.103 | 0.099 | 0.134 | 0.153 | 0.190 | 0.059 | 0.163 | 0.000 | 0.026 | 0.110 | 0.059 |
| CH2O | 0.007 | 0.087 | 0.181 | 0.336 | 0.101 | 0.103 | 1.000 | 0.044 | 0.007 | 0.343 | 0.263 | 0.171 | 0.159 | 0.050 | 0.075 | 0.149 | 0.103 |
| FAF | -0.001 | -0.268 | 0.316 | -0.076 | -0.114 | 0.099 | 0.044 | 1.000 | -0.003 | 0.365 | 0.181 | 0.140 | 0.114 | 0.033 | 0.057 | 0.129 | 0.091 |
| TUE | 0.003 | -0.316 | 0.071 | -0.092 | -0.116 | 0.134 | 0.007 | -0.003 | 1.000 | 0.212 | 0.206 | 0.144 | 0.124 | 0.035 | 0.057 | 0.132 | 0.134 |
| Gender | 0.000 | 0.240 | 0.650 | 0.509 | 0.396 | 0.153 | 0.343 | 0.365 | 0.212 | 1.000 | 0.103 | 0.021 | 0.078 | 0.067 | 0.056 | 0.084 | 0.127 |
| family_history_with_overweight | 0.000 | 0.305 | 0.290 | 0.588 | 0.124 | 0.190 | 0.263 | 0.181 | 0.206 | 0.103 | 1.000 | 0.150 | 0.327 | 0.011 | 0.175 | 0.008 | 0.113 |
| FAVC | 0.019 | 0.139 | 0.160 | 0.234 | 0.096 | 0.059 | 0.171 | 0.140 | 0.144 | 0.021 | 0.150 | 1.000 | 0.138 | 0.021 | 0.104 | 0.109 | 0.104 |
| CAEC | 0.000 | 0.155 | 0.127 | 0.314 | 0.087 | 0.163 | 0.159 | 0.114 | 0.124 | 0.078 | 0.327 | 0.138 | 1.000 | 0.040 | 0.127 | 0.078 | 0.066 |
| SMOKE | 0.000 | 0.125 | 0.129 | 0.075 | 0.022 | 0.000 | 0.050 | 0.033 | 0.035 | 0.067 | 0.011 | 0.021 | 0.040 | 1.000 | 0.021 | 0.013 | 0.013 |
| SCC | 0.000 | 0.126 | 0.123 | 0.203 | 0.038 | 0.026 | 0.075 | 0.057 | 0.057 | 0.056 | 0.175 | 0.104 | 0.127 | 0.021 | 1.000 | 0.016 | 0.044 |
| CALC | 0.008 | 0.168 | 0.096 | 0.239 | 0.142 | 0.110 | 0.149 | 0.129 | 0.132 | 0.084 | 0.008 | 0.109 | 0.078 | 0.013 | 0.016 | 1.000 | 0.069 |
| MTRANS | 0.000 | 0.373 | 0.080 | 0.164 | 0.096 | 0.059 | 0.103 | 0.091 | 0.134 | 0.127 | 0.113 | 0.104 | 0.066 | 0.013 | 0.044 | 0.069 | 1.000 |
| id | Gender | Age | Height | Weight | family_history_with_overweight | FAVC | FCVC | NCP | CAEC | SMOKE | CH2O | SCC | FAF | TUE | CALC | MTRANS | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 20758 | Male | 26.899886 | 1.848294 | 120.644178 | yes | yes | 2.938616 | 3.000000 | Sometimes | no | 2.825629 | no | 0.855400 | 0.000000 | Sometimes | Public_Transportation |
| 1 | 20759 | Female | 21.000000 | 1.600000 | 66.000000 | yes | yes | 2.000000 | 1.000000 | Sometimes | no | 3.000000 | no | 1.000000 | 0.000000 | Sometimes | Public_Transportation |
| 2 | 20760 | Female | 26.000000 | 1.643355 | 111.600553 | yes | yes | 3.000000 | 3.000000 | Sometimes | no | 2.621877 | no | 0.000000 | 0.250502 | Sometimes | Public_Transportation |
| 3 | 20761 | Male | 20.979254 | 1.553127 | 103.669116 | yes | yes | 2.000000 | 2.977909 | Sometimes | no | 2.786417 | no | 0.094851 | 0.000000 | Sometimes | Public_Transportation |
| 4 | 20762 | Female | 26.000000 | 1.627396 | 104.835346 | yes | yes | 3.000000 | 3.000000 | Sometimes | no | 2.653531 | no | 0.000000 | 0.741069 | Sometimes | Public_Transportation |
| 5 | 20763 | Male | 19.799054 | 1.844751 | 59.605028 | yes | yes | 2.000000 | 4.000000 | Sometimes | no | 2.722063 | no | 2.000000 | 1.283673 | no | Automobile |
| 6 | 20764 | Male | 18.000000 | 1.728834 | 51.442293 | yes | yes | 1.202075 | 3.000000 | Sometimes | no | 1.087166 | no | 0.788585 | 1.000000 | Sometimes | Public_Transportation |
| 7 | 20765 | Male | 20.000000 | 1.810000 | 80.000000 | yes | yes | 2.000000 | 3.000000 | Always | no | 2.000000 | no | 3.000000 | 0.000000 | no | Automobile |
| 8 | 20766 | Male | 21.000000 | 1.700000 | 80.000000 | yes | yes | 2.000000 | 3.000000 | Frequently | yes | 2.000000 | no | 0.000000 | 2.000000 | no | Public_Transportation |
| 9 | 20767 | Female | 21.000000 | 1.560000 | 53.000000 | no | yes | 2.000000 | 3.000000 | Sometimes | no | 2.000000 | no | 0.000000 | 1.000000 | Sometimes | Public_Transportation |
| id | Gender | Age | Height | Weight | family_history_with_overweight | FAVC | FCVC | NCP | CAEC | SMOKE | CH2O | SCC | FAF | TUE | CALC | MTRANS | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 13830 | 34588 | Female | 18.000000 | 1.620000 | 84.000000 | yes | yes | 2.000000 | 3.000000 | Sometimes | no | 3.000000 | no | 1.000000 | 0.000000 | no | Public_Transportation |
| 13831 | 34589 | Female | 26.000000 | 1.620000 | 56.000000 | yes | yes | 3.000000 | 3.000000 | Sometimes | no | 2.000000 | no | 0.000000 | 0.000000 | no | Automobile |
| 13832 | 34590 | Female | 21.680123 | 1.737056 | 132.262558 | yes | yes | 3.000000 | 3.000000 | Sometimes | no | 1.676975 | no | 1.537639 | 0.858059 | Sometimes | Public_Transportation |
| 13833 | 34591 | Female | 19.994543 | 1.681100 | 49.838965 | no | no | 3.000000 | 3.765526 | Frequently | no | 1.000000 | no | 1.995582 | 0.000000 | Sometimes | Public_Transportation |
| 13834 | 34592 | Female | 16.834813 | 1.535618 | 43.919835 | yes | yes | 2.882522 | 1.000000 | Sometimes | no | 2.434832 | no | 0.000000 | 1.191998 | no | Public_Transportation |
| 13835 | 34593 | Male | 23.327836 | 1.721384 | 78.030383 | yes | no | 2.813234 | 3.000000 | Sometimes | no | 1.000000 | no | 0.807076 | 0.778632 | Sometimes | Public_Transportation |
| 13836 | 34594 | Female | 29.000000 | 1.590000 | 62.000000 | no | yes | 3.000000 | 3.000000 | Sometimes | no | 2.000000 | no | 0.000000 | 0.000000 | Sometimes | Public_Transportation |
| 13837 | 34595 | Female | 22.935612 | 1.585547 | 44.376637 | no | yes | 3.000000 | 2.273740 | Frequently | no | 2.000000 | no | 1.949840 | 1.000000 | Sometimes | Public_Transportation |
| 13838 | 34596 | Male | 21.000000 | 1.620000 | 53.000000 | yes | yes | 2.000000 | 3.000000 | Sometimes | no | 2.000000 | no | 3.000000 | 2.000000 | no | Public_Transportation |
| 13839 | 34597 | Male | 26.490926 | 1.812259 | 120.980508 | yes | yes | 2.744994 | 3.000000 | Sometimes | no | 2.205977 | no | 1.304291 | 0.630866 | Sometimes | Public_Transportation |